Triple
T5124107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomsbury Publishing |
E115541
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Osprey Publishing
Osprey Publishing is a British publishing company best known for its illustrated military history books and detailed studies of warfare, uniforms, and equipment.
|
E495443
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Osprey Publishing | Statement: [Bloomsbury Publishing, hasImprint, Osprey Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Osprey Publishing Context triple: [Bloomsbury Publishing, hasImprint, Osprey Publishing]
-
A.
Osprey Productions
Osprey Productions is a television production company best known for producing the comedic legal drama series "Drop Dead Diva."
-
B.
Riverside Press
Riverside Press was a prominent 19th- and early 20th-century American printing and publishing house based in Cambridge, Massachusetts, known for its high-quality book production.
-
C.
Picador
Picador is a British publishing imprint known for its literary fiction, quality non-fiction, and prize-winning contemporary authors.
-
D.
Dorling Kindersley
Dorling Kindersley is a British publishing company best known for its highly visual, illustrated reference books and educational titles for children and adults.
-
E.
Timber Press
Timber Press is a publishing company best known for its specialized books on gardening, horticulture, and natural history.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Osprey Publishing Triple: [Bloomsbury Publishing, hasImprint, Osprey Publishing]
Generated description
Osprey Publishing is a British publishing company best known for its illustrated military history books and detailed studies of warfare, uniforms, and equipment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Osprey Publishing Target entity description: Osprey Publishing is a British publishing company best known for its illustrated military history books and detailed studies of warfare, uniforms, and equipment.
-
A.
Osprey Productions
Osprey Productions is a television production company best known for producing the comedic legal drama series "Drop Dead Diva."
-
B.
Riverside Press
Riverside Press was a prominent 19th- and early 20th-century American printing and publishing house based in Cambridge, Massachusetts, known for its high-quality book production.
-
C.
Picador
Picador is a British publishing imprint known for its literary fiction, quality non-fiction, and prize-winning contemporary authors.
-
D.
Dorling Kindersley
Dorling Kindersley is a British publishing company best known for its highly visual, illustrated reference books and educational titles for children and adults.
-
E.
Timber Press
Timber Press is a publishing company best known for its specialized books on gardening, horticulture, and natural history.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7805c55c8190bc0540d755dc6242 |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4b7c628819097fb933be59ecefe |
completed | March 21, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69bec57c071c8190b16dba98809654e1 |
completed | March 21, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5eb535c819097deeb331f9f0f4d |
completed | March 21, 2026, 4:23 p.m. |
Created at: March 20, 2026, 1:42 p.m.